Aliyu Y.

Key Skills

Software

OpenCV AI Kit (OAK)

Other

Top Subject Matter

Computer vision for traffic monitoring (video analytics).

Real-time object detection (computer vision).

Speech recognition and NLP for voice assistant (AI).

Top Data Types

Video

Audio

Image

Text

Document

Top Task Types

Tracking

Object Detection

Transcription

Freelancer Overview

Object Tracking in Video Feeds for Traffic Monitoring | 3MTT Nigeria Program. Brings 18+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include OpenCV AI Kit (OAK) and Other. Education includes Higher National Diploma, Kaduna Polytechnic (2016) and Ordinary National Diploma, Petroleum Training Institute Effum (2005). AI-training focus includes data types such as Video and Audio and labeling workflows including Tracking, Object Detection, and Transcription.

Labeling Experience

Voice Assistant with NLP and Speech Recognition | 3MTT Nigeria Program

OtherAudioTranscription

Created a voice assistant incorporating Natural Language Processing (NLP) and speech recognition capabilities within the 3MTT Nigeria Program. The work focused on processing spoken input and producing text/intent outputs for conversational interactions. It also involved integrating NLP components with speech recognition for a functional assistant pipeline. • Implemented speech recognition for spoken input processing • Applied NLP to interpret and respond to user utterances • Combined audio understanding with language processing components • Tested the assistant behavior against program objectives

2024 - 2024

Building a Real-time Object Detection System | 3MTT Nigeria Program

OpenCV AI Kit (OAK)VideoObject Detection

Developed a real-time object detection system as part of the Artificial Intelligence/Machine Learning (3MTT Nigeria Program), demonstrating computer vision capabilities. The project focused on detecting objects within live/continuous visual inputs for practical applications. It included building and assessing an end-to-end object detection pipeline appropriate for real-time use. • Designed a real-time object detection workflow for visual inputs • Evaluated detection performance for practical monitoring use • Integrated computer vision components to support inference • Produced project artifacts aligned with the program requirements

2024 - 2024

Object Tracking in Video Feeds for Traffic Monitoring | 3MTT Nigeria Program

OpenCV AI Kit (OAK)VideoTracking

Implemented an object tracking system for traffic monitoring as part of the 3MTT Nigeria Program, focusing on identifying and following objects across video frames. The work supported downstream analytics by maintaining consistent object identities over time. This activity involved creating and validating video analytics logic for real-world monitoring use cases. • Tracked objects in video feeds for traffic monitoring scenarios • Validated detection/tracking outputs for consistency across frames • Prepared observations and results to support system evaluation • Applied computer vision concepts relevant to tracking workflows

2024 - 2024

Education

Work History